# Copyright 2021 Google LLC. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

name: Check Model Metrics
inputs:
- {name: metrics_name, type: String}
- {name: metrics_threshold, type: Float}
- {name: basic_metrics, type: Metrics}
outputs:
- {name: is_better_metrics, type: String}
implementation:
  container:
    image: {{af_registry_location}}-docker.pkg.dev/{{project_id}}/{{af_registry_name}}/component-base:latest
    command: [python, /pipelines/component/src/metrics.py]
    args: [
      --executor_input, {executorInput: null},
      --function_to_execute, check_metrics,
      --metrics-name-path, {inputValue: metrics_name},
      --metrics-threshold-path, {inputValue: metrics_threshold},
      --basic-metrics, {inputPath: basic_metrics},
      --is-better-metrics, {outputPath: is_better_metrics}
    ]
